MVTec AD
Benchmarks
TaskDatasetSOTA resultTrendResults
MVTec-AD
99.9Pixel AUROC
543
MVTec-AD (test)
100I-AUROC
348
MVTec-AD (test)
100Pixel AUROC
211
MVTec-AD (test)
100I-AUROC
158
MVTec AD
0.991AUROC (Pixelwise)
114
MVTec AD (test)
99.7Overall AUROC
106
MVTec AD (test)
99.4AUROC (Pixel)
96
MVTec-AD
99.66Image AUROC
92
MVTec-AD
1.48KID
85
MVTec AD
99.8Overall AUROC
83
MVTec AD
99.8AUROC
82
MVTec-AD
100AP-I
80
MVTec AD
0.993P-AUROC
74
MVTec AD 1.0 (test)
100Image AUROC
67
MVTec AD (test)
4.95IS
64
MVTec AD
96.22PRO
54
MVTec-AD
97.9Image-level AUROC
52
MVTec AD (test)
99.6AUROC (Image)
50
MVTec AD 1.0 (test)
99.6AUROC (Pixel)
47
MVTec AD
99.72AUROC (Image-level)
45
MVTec-AD
99.8I-AUROC
43
MVTec AD
100Carpet AUROC
40
MVTec-AD
97.23AUROC
38
MVTec AD
95.3AUROC
35
MVTec AD
99.4Mean AUROC
34